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Understanding Interpretability by generalized distillation in Supervised Classification
The ability to interpret decisions taken by Machine Learning (ML) models...
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MAAD-Face: A Massively Annotated Attribute Dataset for Face Images
Soft-biometrics play an important role in face biometrics and related fi...
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Micro Stripes Analyses for Iris Presentation Attack Detection
Iris recognition systems are vulnerable to the presentation attacks, suc...
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On Benchmarking Iris Recognition within a Head-mounted Display for AR/VR Application
Augmented and virtual reality is being deployed in different fields of a...
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Beyond Identity: What Information Is Stored in Biometric Face Templates?
Deeply-learned face representations enable the success of current face r...
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A Visualization Interface to Improve the Transparency of Collected Personal Data on the Internet
Online services are used for all kinds of activities, like news, enterta...
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Iris Liveness Detection Competition (LivDet-Iris) – The 2020 Edition
Launched in 2013, LivDet-Iris is an international competition series ope...
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The Effect of Wearing a Mask on Face Recognition Performance: an Exploratory Study
Face recognition has become essential in our daily lives as a convenient...
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AutoSNAP: Automatically Learning Neural Architectures for Instrument Pose Estimation
Despite recent successes, the advances in Deep Learning have not yet bee...
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Style-transfer GANs for bridging the domain gap in synthetic pose estimator training
Given the dependency of current CNN architectures on a large training se...
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Face Quality Estimation and Its Correlation to Demographic and Non-Demographic Bias in Face Recognition
Face quality assessment aims at estimating the utility of a face image f...
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SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness
Face image quality is an important factor to enable high performance fac...
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Demographic Bias in Presentation Attack Detection of Iris Recognition Systems
With the widespread use of biometric systems, the demographic bias probl...
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Unsupervised Enhancement of Soft-biometric Privacy with Negative Face Recognition
Current research on soft-biometrics showed that privacy-sensitive inform...
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Post-Comparison Mitigation of Demographic Bias in Face Recognition Using Fair Score Normalization
Current face recognition systems achieved high progress on several bench...
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Real-time texturing for 6D object instance detection from RGB Images
For objected detection, the availability of color cues strongly influenc...
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Cascaded Generation of High-quality Color Visible Face Images from Thermal Captures
Generating visible-like face images from thermal images is essential to ...
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Efficient Pose Selection for Interactive Camera Calibration
The choice of poses for camera calibration with planar patterns is only ...
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Background Subtraction with Real-time Semantic Segmentation
Accurate and fast foreground object extraction is very important for obj...
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GANs for Medical Image Analysis
Generative Adversarial Networks (GANs) and their extensions have carved ...
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Combining Background Subtraction Algorithms with Convolutional Neural Network
Accurate and fast extraction of foreground object is a key prerequisite ...
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Exploring Adversarial Examples: Patterns of One-Pixel Attacks
Failure cases of black-box deep learning, e.g. adversarial examples, mig...
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Histograms of Gaussian normal distribution for feature matching in clutter scenes
3D feature descriptor provide information between corresponding models a...
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